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Instant Download Google : Professional-Data-Engineer Questions & Answers as PDF & Test Engine

Professional-Data-Engineer
  • Exam Code: Professional-Data-Engineer
  • Exam Name: Google Certified Professional Data Engineer Exam
  • Updated: Jul 18, 2026
  • No. of Questions: 433 Questions and Answers
  • Download Limit: Unlimited
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Google Professional-Data-Engineer exam is a certification offered by Google to validate the skills and expertise of data engineers. Professional-Data-Engineer exam is designed to test the ability of professionals to design, build, and maintain data processing systems that meet the needs of their organizations. It covers a wide range of topics, including data processing architecture, data modeling, data ingestion, and transformation.

Reference: https://cloud.google.com/certification/data-engineer

Google Professional-Data-Engineer exam consists of multiple-choice and multiple-select questions, as well as scenario-based questions that require the candidate to demonstrate their problem-solving skills. Professional-Data-Engineer exam is three hours long, and candidates must score at least 70% to pass. Professional-Data-Engineer exam fee is $200, and it is available in English, Japanese, and Spanish.

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Google Professional-Data-Engineer certification exam is designed to validate the skills and knowledge of professionals who work with data on Google Cloud Platform. Google Certified Professional Data Engineer Exam certification demonstrates a candidate’s expertise in designing, building, and maintaining data processing systems, as well as their ability to leverage the power of Google Cloud Platform to solve complex business problems.

Google Professional-Data-Engineer Exam Syllabus Topics:

SectionWeightObjectives
Maintaining and automating data workloads18%- Resource optimization
  • 1. Choosing appropriate compute and storage options
  • 2. Cost management and resource allocation
- Automation and repeatability
  • 1. Implementing CI/CD for data systems
  • 2. Automating deployment and updates
Building and operationalizing data processing systems25%- Building data pipelines
  • 1. Orchestrating data workflows
  • 2. Transforming and cleaning data
  • 3. Ingesting data from various sources
- Deploying and managing systems
  • 1. Monitoring and logging data processes
  • 2. Managing infrastructure and resources
Designing data processing systems20%- Designing for business requirements
  • 1. Designing for scalability and elasticity
  • 2. Designing for reliability and fault tolerance
  • 3. Selecting appropriate storage solutions
- Designing for regulatory and security requirements
  • 1. Ensuring data privacy and compliance
  • 2. Implementing access control and data protection
Ensuring solution quality and reliability17%- Testing and validating data systems
  • 1. Data quality validation
  • 2. Performance and scalability testing
- Troubleshooting and optimization
  • 1. Diagnosing performance issues
  • 2. Optimizing queries and workloads
Operationalizing machine learning models20%- Deploying and maintaining ML models
  • 1. Model serving and monitoring
  • 2. Optimizing model performance and cost
- Preparing data for ML
  • 1. Feature engineering and data preparation
  • 2. Handling structured and unstructured data

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